Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices

14 March 2024

Papers citing "Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices"

9 / 9 papers shown

Title
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds Qianlin Liang Walid A. Hanafy Ahmed Ali-Eldin Prashant J. Shenoy 34 38 0 18 Jan 2022
DiNNO: Distributed Neural Network Optimization for Multi-Robot Collaborative Learning Javier Yu Joseph A. Vincent Mac Schwager 95 37 0 17 Sep 2021
FedFog: Network-Aware Optimization of Federated Learning over Wireless Fog-Cloud Systems Van-Dinh Nguyen Symeon Chatzinotas Björn E. Ottersten T. Duong FedML 83 16 0 04 Jul 2021
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 50 161 0 06 Aug 2020
Hands-on Bayesian Neural Networks -- a Tutorial for Deep Learning Users Laurent Valentin Jospin Wray Buntine F. Boussaïd Hamid Laga Bennamoun OOD BDL UQCV 75 620 0 14 Jul 2020
Model Fusion with Kullback--Leibler Divergence Sebastian Claici Mikhail Yurochkin S. Ghosh Justin Solomon FedML MoMe 43 34 0 13 Jul 2020
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning Anis Elgabli Jihong Park Amrit Singh Bedi M. Bennis Vaneet Aggarwal FedML 28 82 0 30 Aug 2019
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data Jinhyun Ahn Osvaldo Simeone Joonhyuk Kang FedML 38 109 0 05 Jul 2019
CubiCasa5K: A Dataset and an Improved Multi-Task Model for Floorplan Image Analysis Ahti Kalervo Juha Ylioinas Markus Häikiö Antti Karhu Arno Solin 3DV 49 95 0 03 Apr 2019